A perturbation method for inference on regularized regression estimates

Mathematics

• Regression Estimate 81%
• Perturbation Method 69%
• High-dimensional Data 36%
• Estimate 29%
• Drug Resistance 24%
• Regression 24%
• Adaptive Lasso 22%
• Oracle Property 20%
• Confidence Region 18%
• Resampling 17%
• Regularization Method 16%
• Asymptotic Theory 16%
• Standard deviation 16%
• Mutation 15%
• Statistical Inference 15%
• Covariance matrix 14%
• Confidence interval 13%
• High-dimensional 13%
• Verify 13%
• Perturbation 11%
• Simulation 10%
• Estimator 9%
• Interval 9%
• Subset 8%
• Standards 8%
• Class 4%

Business & Economics

• Perturbation Method 100%
• Inference 53%
• Finite Sample 34%
• Resampling 27%
• Confidence Interval 23%
• Confidence Region 23%
• Statistical Inference 22%
• Asymptotic Theory 21%
• Regularization 20%
• Mutation 18%
• Perturbation 18%
• Covariance Matrix 17%
• Regression Method 17%
• Standard Deviation 15%
• Drugs 13%
• Estimator 12%
• Simulation 10%